Pith Number

pith:SAQVRP3C

pith:2026:SAQVRP3CU4RF6QEYBK6T7WLF4A

not attested not anchored not stored refs pending

Generating Attacks for LLMs with GFlowNets

Berkay Ozcam, Emin Islam Tatli, Irem Onen, Mehmet Fatih Amasyali

arxiv:2608.10171 v1 · 2026-08-10 · cs.AI · cs.CR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SAQVRP3CU4RF6QEYBK6T7WLF4A}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-08-12T00:22:58.486814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

902158bf62a7225f40980abd3fd965e031a342146664bff257688a035ed584a6

Aliases

arxiv: 2608.10171 · arxiv_version: 2608.10171v1 · doi: 10.48550/arxiv.2608.10171 · pith_short_12: SAQVRP3CU4RF · pith_short_16: SAQVRP3CU4RF6QEY · pith_short_8: SAQVRP3C

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/SAQVRP3CU4RF6QEYBK6T7WLF4A \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 902158bf62a7225f40980abd3fd965e031a342146664bff257688a035ed584a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1a457a6b9bd8ec5c635f5617d74c965df1376f7564f21bc2b78efbfe64ddcb0",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-10T19:39:10Z",
    "title_canon_sha256": "d39629b62c925b7823a336727abd92f7cbfec8ad455fbdb7a89dd2d92c516522"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10171",
    "kind": "arxiv",
    "version": 1
  }
}